Unfaelle Report

Dataset statistics

Number of variables	19
Number of observations	50118
Missing cells	5
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	7.3 MiB
Average record size in memory	152.0 B

Variable types

Numeric	8
Categorical	11

Alerts

`LAND` has constant value "11"	Constant
`BEZ` is highly overall correlated with `LOR_ab_2021`	High correlation
`IstFuss` is highly overall correlated with `UART`	High correlation
`LOR_ab_2021` is highly overall correlated with `BEZ`	High correlation
`OBJECTID` is highly overall correlated with `UJAHR`	High correlation
`UART` is highly overall correlated with `IstFuss`	High correlation
`UJAHR` is highly overall correlated with `OBJECTID`	High correlation
`UKATEGORIE` is highly imbalanced (59.6%)	Imbalance
`IstGkfz` is highly imbalanced (79.5%)	Imbalance
`UART` has 6658 (13.3%) zeros	Zeros

Reproduction

Analysis started	2024-06-06 12:54:41.487184
Analysis finished	2024-06-06 12:55:05.249723
Duration	23.76 seconds
Software version	ydata-profiling v4.8.3
Download configuration	config.json

OBJECTID
Real number (ℝ)

HIGH CORRELATION

Distinct	43487
Distinct (%)	86.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	172859.25

Minimum	3187
Maximum	219249
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	391.7 KiB

Quantile statistics

Minimum	3187
5-th percentile	50830.85
Q1	141328.25
median	197979
Q3	205795.75
95-th percentile	216385.15
Maximum	219249
Range	216062
Interquartile range (IQR)	64467.5

Descriptive statistics

Standard deviation	50869.617
Coefficient of variation (CV)	0.29428345
Kurtosis	2.3097347
Mean	172859.25
Median Absolute Deviation (MAD)	12991.5
Skewness	-1.64585
Sum	8.6633601 × 10⁹
Variance	2.5877179 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
199429	2	< 0.1%
200476	2	< 0.1%
200486	2	< 0.1%
200485	2	< 0.1%
200484	2	< 0.1%
200483	2	< 0.1%
200482	2	< 0.1%
200481	2	< 0.1%
200480	2	< 0.1%
200479	2	< 0.1%
Other values (43477)	50098	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3187	1	< 0.1%
3198	1	< 0.1%
3215	1	< 0.1%
3224	1	< 0.1%
3241	1	< 0.1%
3252	1	< 0.1%
3274	1	< 0.1%
3290	1	< 0.1%
3299	1	< 0.1%
3303	1	< 0.1%

Value	Count	Frequency (%)
219249	1	< 0.1%
219248	1	< 0.1%
219247	1	< 0.1%
219246	1	< 0.1%
219243	1	< 0.1%
219241	1	< 0.1%
219240	1	< 0.1%
219239	1	< 0.1%
219238	1	< 0.1%
219237	1	< 0.1%

LAND
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

11	50118

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Characters and Unicode

Total characters	100236
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	11
2nd row	11
3rd row	11
4th row	11
5th row	11

Common Values

Value	Count	Frequency (%)
11	50118	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
11	50118	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	100236	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	100236	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	100236	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	100236	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	100236	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	100236	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	100236	100.0%

BEZ
Real number (ℝ)

HIGH CORRELATION

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.4849356

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	391.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	5
Q3	8
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	3.4895713
Coefficient of variation (CV)	0.63621009
Kurtosis	-1.0810325
Mean	5.4849356
Median Absolute Deviation (MAD)	3
Skewness	0.35381828
Sum	274894
Variance	12.177108
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
1	8105	16.2%
4	6219	12.4%
2	5035	10.0%
7	4625	9.2%
3	4589	9.2%
8	3457	6.9%
9	3425	6.8%
6	3367	6.7%
12	3284	6.6%
5	3037	6.1%
Other values (2)	4975	9.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	8105	16.2%
2	5035	10.0%
3	4589	9.2%
4	6219	12.4%
5	3037	6.1%
6	3367	6.7%
7	4625	9.2%
8	3457	6.9%
9	3425	6.8%
10	2300	4.6%

Value	Count	Frequency (%)
12	3284	6.6%
11	2675	5.3%
10	2300	4.6%
9	3425	6.8%
8	3457	6.9%
7	4625	9.2%
6	3367	6.7%
5	3037	6.1%
4	6219	12.4%
3	4589	9.2%

LOR_ab_2021
Real number (ℝ)

HIGH CORRELATION

Distinct	982
Distinct (%)	2.0%
Missing	5
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	5706762.3

Minimum	1011101
Maximum	12601236
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	391.7 KiB

Quantile statistics

Minimum	1011101
5-th percentile	1100102
Q1	2500728
median	5100209
Q3	8200725
95-th percentile	12200307
Maximum	12601236
Range	11590135
Interquartile range (IQR)	5699997

Descriptive statistics

Standard deviation	3497723.7
Coefficient of variation (CV)	0.6129086
Kurtosis	-1.0436985
Mean	5706762.3
Median Absolute Deviation (MAD)	2910005
Skewness	0.34798379
Sum	2.8598298 × 10¹¹
Variance	1.2234071 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1100310	523	1.0%
1100102	348	0.7%
1100206	299	0.6%
1100309	297	0.6%
4100101	289	0.6%
1300836	284	0.6%
1100308	280	0.6%
4501042	268	0.5%
2200210	255	0.5%
5100316	254	0.5%
Other values (972)	47016	93.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1011101	39	0.1%
1011102	71	0.1%
1011103	26	0.1%
1011104	22	< 0.1%
1011105	72	0.1%
1011201	78	0.2%
1011202	84	0.2%
1011203	54	0.1%
1011204	88	0.2%
1011301	106	0.2%

Value	Count	Frequency (%)
12601236	37	0.1%
12601235	76	0.2%
12601134	27	0.1%
12601133	19	< 0.1%
12601032	50	0.1%
12601031	51	0.1%
12500930	110	0.2%
12500929	35	0.1%
12500928	50	0.1%
12500927	43	0.1%

UJAHR
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.5 MiB

2018	13652
2019	13389
2020	11810
2021	11267

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	200472
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2021
2nd row	2021
3rd row	2021
4th row	2021
5th row	2021

Common Values

Value	Count	Frequency (%)
2018	13652	27.2%
2019	13389	26.7%
2020	11810	23.6%
2021	11267	22.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2018	13652	27.2%
2019	13389	26.7%
2020	11810	23.6%
2021	11267	22.5%

Most occurring characters

Value	Count	Frequency (%)
2	73195	36.5%
0	61928	30.9%
1	38308	19.1%
8	13652	6.8%
9	13389	6.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	200472	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
2	73195	36.5%
0	61928	30.9%
1	38308	19.1%
8	13652	6.8%
9	13389	6.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	200472	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
2	73195	36.5%
0	61928	30.9%
1	38308	19.1%
8	13652	6.8%
9	13389	6.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	200472	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
2	73195	36.5%
0	61928	30.9%
1	38308	19.1%
8	13652	6.8%
9	13389	6.7%

UMONAT
Real number (ℝ)

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.8366655

Minimum	1
Maximum	12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	391.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	9
95-th percentile	12
Maximum	12
Range	11
Interquartile range (IQR)	5

Descriptive statistics

Standard deviation	3.1699881
Coefficient of variation (CV)	0.4636746
Kurtosis	-0.97334956
Mean	6.8366655
Median Absolute Deviation (MAD)	2
Skewness	-0.16843158
Sum	342640
Variance	10.048825
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
6	5476	10.9%
8	5364	10.7%
9	5238	10.5%
10	4812	9.6%
7	4592	9.2%
5	4557	9.1%
11	3980	7.9%
4	3786	7.6%
12	3311	6.6%
3	3139	6.3%
Other values (2)	5863	11.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3118	6.2%
2	2745	5.5%
3	3139	6.3%
4	3786	7.6%
5	4557	9.1%
6	5476	10.9%
7	4592	9.2%
8	5364	10.7%
9	5238	10.5%
10	4812	9.6%

Value	Count	Frequency (%)
12	3311	6.6%
11	3980	7.9%
10	4812	9.6%
9	5238	10.5%
8	5364	10.7%
7	4592	9.2%
6	5476	10.9%
5	4557	9.1%
4	3786	7.6%
3	3139	6.3%

USTUNDE
Real number (ℝ)

Distinct	24
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.507283

Minimum	0
Maximum	23
Zeros	468
Zeros (%)	0.9%
Negative	0
Negative (%)	0.0%
Memory size	391.7 KiB

Quantile statistics

Minimum	0
5-th percentile	6
Q1	10
median	14
Q3	17
95-th percentile	21
Maximum	23
Range	23
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	4.7457344
Coefficient of variation (CV)	0.35134634
Kurtosis	-0.25481648
Mean	13.507283
Median Absolute Deviation (MAD)	3
Skewness	-0.35997228
Sum	676958
Variance	22.521995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
15	4330	8.6%
16	4242	8.5%
17	4085	8.2%
14	3798	7.6%
18	3539	7.1%
13	3420	6.8%
12	3005	6.0%
8	2828	5.6%
9	2740	5.5%
11	2729	5.4%
Other values (14)	15402	30.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	468	0.9%
1	343	0.7%
2	253	0.5%
3	206	0.4%
4	206	0.4%
5	569	1.1%
6	1190	2.4%
7	2479	4.9%
8	2828	5.6%
9	2740	5.5%

Value	Count	Frequency (%)
23	667	1.3%
22	965	1.9%
21	1153	2.3%
20	1725	3.4%
19	2589	5.2%
18	3539	7.1%
17	4085	8.2%
16	4242	8.5%
15	4330	8.6%
14	3798	7.6%

UWOCHENTAG
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.0740253

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	391.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	4
Q3	6
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	1.7980717
Coefficient of variation (CV)	0.44135016
Kurtosis	-1.0837255
Mean	4.0740253
Median Absolute Deviation (MAD)	1
Skewness	0.0043194941
Sum	204182
Variance	3.233062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
3	8461	16.9%
4	8418	16.8%
5	8237	16.4%
2	8045	16.1%
6	7837	15.6%
7	5285	10.5%
1	3835	7.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3835	7.7%
2	8045	16.1%
3	8461	16.9%
4	8418	16.8%
5	8237	16.4%
6	7837	15.6%
7	5285	10.5%

Value	Count	Frequency (%)
7	5285	10.5%
6	7837	15.6%
5	8237	16.4%
4	8418	16.8%
3	8461	16.9%
2	8045	16.1%
1	3835	7.7%

UKATEGORIE
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

3	42413
2	7554
1	151

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50118
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	42413	84.6%
2	7554	15.1%
1	151	0.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	42413	84.6%
2	7554	15.1%
1	151	0.3%

Most occurring characters

Value	Count	Frequency (%)
3	42413	84.6%
2	7554	15.1%
1	151	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	42413	84.6%
2	7554	15.1%
1	151	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	42413	84.6%
2	7554	15.1%
1	151	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	42413	84.6%
2	7554	15.1%
1	151	0.3%

UART
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.5307674

Minimum	0
Maximum	9
Zeros	6658
Zeros (%)	13.3%
Negative	0
Negative (%)	0.0%
Memory size	391.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	5
Q3	5
95-th percentile	6
Maximum	9
Range	9
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.1727298
Coefficient of variation (CV)	0.6153704
Kurtosis	-1.0320665
Mean	3.5307674
Median Absolute Deviation (MAD)	1
Skewness	-0.21838932
Sum	176955
Variance	4.7207546
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
5	19249	38.4%
2	9245	18.4%
0	6658	13.3%
6	6404	12.8%
1	4040	8.1%
3	2832	5.7%
4	660	1.3%
8	490	1.0%
9	460	0.9%
7	80	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	6658	13.3%
1	4040	8.1%
2	9245	18.4%
3	2832	5.7%
4	660	1.3%
5	19249	38.4%
6	6404	12.8%
7	80	0.2%
8	490	1.0%
9	460	0.9%

Value	Count	Frequency (%)
9	460	0.9%
8	490	1.0%
7	80	0.2%
6	6404	12.8%
5	19249	38.4%
4	660	1.3%
3	2832	5.7%
2	9245	18.4%
1	4040	8.1%
0	6658	13.3%

UTYP1
Real number (ℝ)

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.8828565

Minimum	1
Maximum	7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	391.7 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	3
Q3	6
95-th percentile	7
Maximum	7
Range	6
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	1.9153487
Coefficient of variation (CV)	0.49328341
Kurtosis	-1.3731404
Mean	3.8828565
Median Absolute Deviation (MAD)	1
Skewness	0.20804033
Sum	194601
Variance	3.6685606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
2	12282	24.5%
6	11116	22.2%
3	10286	20.5%
7	4702	9.4%
5	4068	8.1%
4	3855	7.7%
1	3809	7.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3809	7.6%
2	12282	24.5%
3	10286	20.5%
4	3855	7.7%
5	4068	8.1%
6	11116	22.2%
7	4702	9.4%

Value	Count	Frequency (%)
7	4702	9.4%
6	11116	22.2%
5	4068	8.1%
4	3855	7.7%
3	10286	20.5%
2	12282	24.5%
1	3809	7.6%

ULICHTVERH
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

0	37495
2	9727
1	2896

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50118
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2
2nd row	2
3rd row	2
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	37495	74.8%
2	9727	19.4%
1	2896	5.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	37495	74.8%
2	9727	19.4%
1	2896	5.8%

Most occurring characters

Value	Count	Frequency (%)
0	37495	74.8%
2	9727	19.4%
1	2896	5.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	37495	74.8%
2	9727	19.4%
1	2896	5.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	37495	74.8%
2	9727	19.4%
1	2896	5.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	37495	74.8%
2	9727	19.4%
1	2896	5.8%

IstRad
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

0	30561
1	19557

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50118
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	30561	61.0%
1	19557	39.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	30561	61.0%
1	19557	39.0%

Most occurring characters

Value	Count	Frequency (%)
0	30561	61.0%
1	19557	39.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	30561	61.0%
1	19557	39.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	30561	61.0%
1	19557	39.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	30561	61.0%
1	19557	39.0%

IstPKW
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

1	40478
0	9640

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50118
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	40478	80.8%
0	9640	19.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	40478	80.8%
0	9640	19.2%

Most occurring characters

Value	Count	Frequency (%)
1	40478	80.8%
0	9640	19.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
1	40478	80.8%
0	9640	19.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
1	40478	80.8%
0	9640	19.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
1	40478	80.8%
0	9640	19.2%

IstFuss
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

0	43231
1	6887

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50118
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	1
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	43231	86.3%
1	6887	13.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	43231	86.3%
1	6887	13.7%

Most occurring characters

Value	Count	Frequency (%)
0	43231	86.3%
1	6887	13.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	43231	86.3%
1	6887	13.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	43231	86.3%
1	6887	13.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	43231	86.3%
1	6887	13.7%

IstKrad
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

0	42537
1	7581

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50118
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	42537	84.9%
1	7581	15.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	42537	84.9%
1	7581	15.1%

Most occurring characters

Value	Count	Frequency (%)
0	42537	84.9%
1	7581	15.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	42537	84.9%
1	7581	15.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	42537	84.9%
1	7581	15.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	42537	84.9%
1	7581	15.1%

IstGkfz
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

0	48506
1	1612

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50118
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	48506	96.8%
1	1612	3.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	48506	96.8%
1	1612	3.2%

Most occurring characters

Value	Count	Frequency (%)
0	48506	96.8%
1	1612	3.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	48506	96.8%
1	1612	3.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	48506	96.8%
1	1612	3.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	48506	96.8%
1	1612	3.2%

IstSonstige
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

0	43046
1	7072

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50118
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	1

Common Values

Value	Count	Frequency (%)
0	43046	85.9%
1	7072	14.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	43046	85.9%
1	7072	14.1%

Most occurring characters

Value	Count	Frequency (%)
0	43046	85.9%
1	7072	14.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	43046	85.9%
1	7072	14.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	43046	85.9%
1	7072	14.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	43046	85.9%
1	7072	14.1%

USTRZUSTAND
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	2.4 MiB

0	38670
1	11152
2	296

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	50118
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	0
4th row	1
5th row	2

Common Values

Value	Count	Frequency (%)
0	38670	77.2%
1	11152	22.3%
2	296	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	38670	77.2%
1	11152	22.3%
2	296	0.6%

Most occurring characters

Value	Count	Frequency (%)
0	38670	77.2%
1	11152	22.3%
2	296	0.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	38670	77.2%
1	11152	22.3%
2	296	0.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	38670	77.2%
1	11152	22.3%
2	296	0.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	50118	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	38670	77.2%
1	11152	22.3%
2	296	0.6%

Auto

Heatmap
Table

	BEZ	IstFuss	IstGkfz	IstKrad	IstPKW	IstRad	IstSonstige	LOR_ab_2021	OBJECTID	UART	UJAHR	UKATEGORIE	ULICHTVERH	UMONAT	USTRZUSTAND	USTUNDE	UTYP1	UWOCHENTAG
BEZ	1.000	0.032	0.027	0.030	0.100	0.174	0.037	0.991	0.018	0.033	0.010	0.052	0.040	-0.000	0.020	-0.029	0.004	-0.001
IstFuss	0.032	1.000	0.039	0.125	0.136	0.172	0.034	0.017	0.028	0.519	0.038	0.115	0.095	-0.013	0.055	0.038	0.068	0.008
IstGkfz	0.027	0.039	1.000	0.040	0.114	0.046	0.030	0.018	-0.041	-0.033	0.006	0.082	0.042	-0.012	0.004	-0.085	0.049	-0.011
IstKrad	0.030	0.125	0.040	1.000	0.130	0.295	0.082	-0.010	0.011	-0.152	0.010	0.069	0.035	0.031	0.007	0.025	-0.015	-0.008
IstPKW	0.100	0.136	0.114	0.130	1.000	0.248	0.300	0.072	0.006	0.108	0.022	0.077	0.018	-0.020	0.026	0.024	0.074	0.006
IstRad	0.174	0.172	0.046	0.295	0.248	1.000	0.110	-0.121	0.006	-0.042	0.048	0.043	0.109	0.002	0.111	-0.015	-0.155	-0.001
IstSonstige	0.037	0.034	0.030	0.082	0.300	0.110	1.000	0.003	0.016	-0.099	0.037	0.011	0.012	0.010	0.015	-0.039	0.064	-0.001
LOR_ab_2021	0.991	0.017	0.018	-0.010	0.072	-0.121	0.003	1.000	0.030	0.034	0.086	0.044	0.037	0.002	0.022	-0.028	0.003	-0.002
OBJECTID	0.018	0.028	-0.041	0.011	0.006	0.006	0.016	0.030	1.000	0.041	0.697	0.008	0.013	0.264	0.031	0.004	-0.046	0.003
UART	0.033	0.519	-0.033	-0.152	0.108	-0.042	-0.099	0.034	0.041	1.000	0.031	0.122	0.111	-0.020	0.076	-0.002	-0.205	0.001
UJAHR	0.010	0.038	0.006	0.010	0.022	0.048	0.037	0.086	0.697	0.031	1.000	0.009	0.018	0.044	0.059	0.010	-0.007	-0.000
UKATEGORIE	0.052	0.115	0.082	0.069	0.077	0.043	0.011	0.044	0.008	0.122	0.009	1.000	0.036	0.015	0.000	-0.014	0.061	0.003
ULICHTVERH	0.040	0.095	0.042	0.035	0.018	0.109	0.012	0.037	0.013	0.111	0.018	0.036	1.000	0.093	0.182	0.328	-0.058	0.011
UMONAT	-0.000	-0.013	-0.012	0.031	-0.020	0.002	0.010	0.002	0.264	-0.020	0.044	0.015	0.093	1.000	0.257	-0.002	-0.006	0.013
USTRZUSTAND	0.020	0.055	0.004	0.007	0.026	0.111	0.015	0.022	0.031	0.076	0.059	0.000	0.182	0.257	1.000	0.013	-0.047	-0.006
USTUNDE	-0.029	0.038	-0.085	0.025	0.024	-0.015	-0.039	-0.028	0.004	-0.002	0.010	-0.014	0.328	-0.002	0.013	1.000	0.021	0.013
UTYP1	0.004	0.068	0.049	-0.015	0.074	-0.155	0.064	0.003	-0.046	-0.205	-0.007	0.061	-0.058	-0.006	-0.047	0.021	1.000	0.001
UWOCHENTAG	-0.001	0.008	-0.011	-0.008	0.006	-0.001	-0.001	-0.002	0.003	0.001	-0.000	0.003	0.011	0.013	-0.006	0.013	0.001	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	OBJECTID	LAND	BEZ	LOR_ab_2021	UJAHR	UMONAT	USTUNDE	UWOCHENTAG	UKATEGORIE	UART	UTYP1	ULICHTVERH	IstPKW	IstFuss	IstKrad	IstSonstige	USTRZUSTAND
0	219249	11	3	3701658.0	2021	11	18	2	3	0	3	2	1	0	1	0	1
1	219248	11	7	7501134.0	2021	12	19	7	3	6	2	2	1	1	0	0	1
2	219247	11	4	4100101.0	2021	12	17	4	3	5	2	2	1	0	0	0	0
3	219246	11	4	4501041.0	2021	12	15	7	3	5	2	1	1	0	1	0	1
4	219243	11	11	11501339.0	2021	12	9	5	3	3	6	0	1	0	0	1	2
5	219241	11	1	1100308.0	2021	12	22	5	3	1	5	2	1	0	0	0	1
6	219240	11	10	10200524.0	2021	12	5	1	3	1	5	2	1	0	0	0	2
7	219239	11	7	7200409.0	2021	12	20	7	2	5	7	2	1	0	0	0	2
8	219238	11	1	1300733.0	2021	11	22	3	3	2	6	2	1	0	0	0	1
9	219237	11	2	2200208.0	2021	12	7	2	3	6	4	2	1	1	0	0	0

	OBJECTID	LAND	BEZ	LOR_ab_2021	UJAHR	UMONAT	USTUNDE	UWOCHENTAG	UKATEGORIE	UART	UTYP1	ULICHTVERH	IstRad	IstPKW	USTRZUSTAND
50108	208836	11	6	6300525.0	2018	12	13	6	3	5	3	0	0	1	0
50109	208838	11	1	1100206.0	2018	12	12	6	3	3	6	0	0	1	1
50110	208840	11	8	8100102.0	2018	12	12	6	3	5	3	0	0	1	1
50111	208842	11	2	2100102.0	2018	12	10	6	3	5	3	0	0	1	1
50112	208844	11	11	11100308.0	2018	12	10	6	3	9	7	0	0	1	1
50113	208846	11	4	4200310.0	2018	12	10	6	3	5	3	0	0	1	0
50114	208848	11	3	3501037.0	2018	12	10	6	3	5	7	0	1	1	1
50115	208850	11	2	2500726.0	2018	12	9	6	3	2	6	0	0	1	1
50116	208851	11	11	11300618.0	2018	12	9	6	2	0	7	1	1	0	1
50117	208853	11	7	7400927.0	2018	12	7	6	3	5	3	1	0	1	1

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)